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1. RNN-Based-Deep-Language-Modeling RNN-Based-Deep-Language-Modeling Public

   Demonstration of various cutting edge deep language modeling techniques, including variational autoencoders (VAEs), and application to a Twitter politician dataset

   Jupyter Notebook 1

2. Advanced-Language-Modeling Advanced-Language-Modeling Public

   Java implementation of a sophisticated Kneser-Ney trigram model using customized open address hash maps with linear probing for efficient data storage and retrieval.

   Java 1

3. CKY-Parser CKY-Parser Public

   Dynamically programmed CKY parser with vertical and horizontal Markovization.

   Java

4. PyTorch-GPU-Profiling PyTorch-GPU-Profiling Public

   Some profiling of pytorch gpu kernels across the layers of a DCNN

   Jupyter Notebook

5. Lang-Model-Python-Playground Lang-Model-Python-Playground Public

   Python playground for the Berkeley NLP LM assignment

   Python

6. Sklearn-Package-Exploration Sklearn-Package-Exploration Public

   Classification and regression techniques using sklearn, with cross-validation and grid search optimization examples

   Jupyter Notebook